selection bias

Causal inference and graphical models • Method explainer • By the aitrendblend editorial team • 13 minute read Bayesian networks Directed acyclic graphs Conditional independence Selection bias JMLR 2025 How Conditioning Quietly Rewires a Causal Bayesian NetworkA directed acyclic graph that looked clean before conditioning can pick up new, non causal dependencies once you restrict […]